Guo, G. S., Yang, Q., Hu, R., & Hoffman, G. (2025).
Facilitating Synchronized Movement During Ice-Breaking Scenarios Through a Real-World Reinforcement Learning Agent Using Non-Verbal Behaviors

In Proc. of the Proceedings of the 2025 20th ACM/IEEE International Conference on Human-Robot Interaction (HRI) : 1324-1328

Abstract

This paper presents a real-world reinforcement learning agent that uses non-verbal robot behaviors to facilitate synchronized movement between strangers during ice-breaking scenarios, exploring how embodied timing cues can ease initial social interaction.